Current Projects
- Quantum program synthesis using theorem provers and categorical logic
- Embedded participatory observers in causal sets within conformal fields
- Quantum accelerated causal inference for applications in explainable AI and bioinformatics
… interested in a research collaboration (or master’s thesis) within QCA/QML team on related topics? Contact me over LinkedIn.
Past Projects
(in reverse chronological order)
- Applications of Quantum Computation and Algorithmic Information - for causal modeling in genomics and reinforcement learning (Ph.D. dissertation)
- Quantum Knowledge Seeking Agent … read more
- Near-term quantum optimization and learning algorithms
- Spiking neural network based associative memory neuro-evolution
- Quantum algorithms for pattern-matching in genomic sequences (M.Sc. thesis)
- Quantum Innovation Environment (QuInE), a PyQT based IDE for quantum programming
- Brain-inspired robotic mapping and navigation using time-series of hexagonal grid and place cells
- System design of warehouse automation using multi-agent collaborative box-pushing strategies
- Human brain simulation in GPU with Inferior Olive model in OpenCL and CUDA
- GATK based human genome sequencing for distributed Spark platform in Scala
- Fuzzing and concolic execution on RERS-2016 problems using AFL and KLEE
- Optimizing a SoC using ρ-VEX VLIW processors
- Enhancing the Plasma processor IP core
- Accelerating object tracking in OMAP3530 application processor
- Solar energy forecasting using ORCA system
- Earthquake occurrence analysis and aftershock prediction using MATLAB and Tableau
- Elevation mapping using stereo vision enabled heterogeneous multi-agent network (B.Tech. thesis)
- Computer vision based centralized multi-agent system on MATLAB and Arduino
- Self-configuring classical logic gate circuits using genetic programming in Java
- Multi-vehicle path planning in dynamically changing environments using genetic optimised TSP
Selected Publications
Open access links, categorized into the 3 main fields and subfields (as tags), ordered in relevance to current work and how big the project was. For a different ordering (e.g. chronologically, or by citation) or a more complete list, check my Google Scholar profile.
Quantum computation (TU Delft)
- Applications of Quantum Computation and Algorithmic Information: for Causal Modeling in Genomics and Reinforcement Learning - PhD thesis
- Quantum Knowledge Seeking Agent: resource-optimized reinforcement learning using quantum process tomography - gate-based quantum algorithms; reinforcement learning; universal artificial intelligence; algorithmic information theory
- Estimating algorithmic information using quantum computing for genomics applications - algorithmic information; gate-based quantum algorithms; metabiology
- Quantum Algorithms: for pattern-matching in genomic sequences - gate-based quantum algorithms; quantum search; genomics
- QuASeR – Quantum Accelerated De Novo DNA Sequence Reconstruction - quantum optimization; variational algorithms; quantum annealing; genomics
- Quantum accelerated Causal Tomography: circuit considerations towards applications - gate-based quantum algorithms; causal inference
- Quantum Computing: from NISQ to PISQ - quantum research methodology
- Quantum Computer Architecture: Towards Full-Stack Quantum Accelerators - quantum computer architecture
- Efficient decomposition of unitary matrices in quantum circuit compilers - quantum compilers
- Efficient parameterised compilation for hybrid quantum programming - quantum compilers
- Integration and Evaluation of Quantum Accelerators for Data-Driven User Functions - quantum computer architecture
Robotics (IIST and TCSRI)
- Elevation mapping using stereo vision enabled heterogeneous multi-agent robotic cloud network - MSc thesis; swarm intelligence; computer vision; SLAM
- A Brain-inspired Approach to Robotic Mapping and Navigation - neuroscience; path-planning; SLAM
- Hazard control algorithms for heterogenous multi-agent cloud-enabled robotic network - computer networks
Satellite systems (ISRO)
- Approaches towards standardization of software for on-board storage systems in space programs
- On-board payload data store and forward design for remote sensing satellites